KnitWell
Atelier · Multi-Agent PLM
AI · Vision search

Style Scan

Drop in any inspiration photo — a runway shot, street style, a competitor screengrab. The atelier detects the garments and surfaces the closest pieces from the KnitWell catalog.

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How it works
  1. Gemini Vision detects up to 3 garments in the image.
  2. Each garment is embedded and matched against the KnitWell catalog.
  3. Ranking blends semantic similarity, color proximity and style tags.
Upload a photo to see matches. The catalog needs to be indexed first — visit Settings to run "Index catalog for Style Scan" if this is your first time.